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To develop a computer procedure that would imitate a skilled operator in probe signal interpretation, manual knowledge acquisition and evolutionary optimization were employed.
A conventional analytic framework for phenotyping largely uses a manual knowledge engineering approach or a supervised learning approach where clinical cases are represented by variables encompassing diagnoses, medicinal treatments and laboratory tests, among others.
Since one of the main obstacles to the efficient use of natural language interfaces is the high amount of required manual knowledge engineering, we provide an adaptive architecture to automate the acquisition of linguistic knowledge.
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However, constructing such a learning agent currently requires manual encoding of prior domain knowledge; in addition to being a poor model of human acquisition of prior knowledge, manual knowledge-encoding is both time-consuming and error-prone.
As reported earlier [7], only the combined use of specialized software to detect a helical cytokine fold [4], other protein sequence filters (length, secretion signal, sequence clustering into a novel family), and manual knowledge-based multiple sequence alignments, allowed us to identify these family members as novel helical cytokines.
His books about what he called "the great truths of life" included a collaboration with his wife, Jeannette Winter Hall, "Girlhood and Its Problems: The Sex Life of Woman," although he was best known for a three-hundred-and-twenty-page manual, "Sexual Knowledge: In Plain and Simple Language," available, for two dollars, bound in morocco.
Fueled first by globalization and ignited further by Internet connectivity, arbitrage opportunities in labor costs shifted both manual and knowledge work to developing economies.
It will be challenging to incorporate the latest evidence in the finished manual, as knowledge changes over time.
Even though this chapter of Herbert's manual is about knowledge, it is not simply about facts.
OLT outperformed ILT and the manual in increasing knowledge of the treatment, whereas ILT and the manual did not differ.
This results in inefficient manual transfer of knowledge between domains and the unavailability of critical information required for decision making.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com